#structured output
Structured Output: 4 AI articles covering structured output news, analysis, and research
Articles
Knowledgator Releases GLiFormer: A 575M-Parameter Encoder That⭐8
Knowledgator releases GLiFormer, a 575M-parameter encoder for NER, classification, relations, and nested JSON extraction without token generation. Apache 2.0 li...
Building Multimodal Workflows with a Local LLM⭐10
Build a multimodal LLM workflow with Gemma 4 on Ollama to analyze photos locally, transforming images into structured, searchable records for privacy-focused ap...
How to Implement Structured Output with Local LLMs⭐10
Learn how to implement structured output with local LLMs using Gemma, Ollama, and Pydantic for reliable data extraction in workflows.
PhantomFill: When the Form Demands an Answer, Language Models⭐9
PhantomFill: Required form fields force language models to fabricate answers for unanswerable inputs, with 10 of 13 models showing 100% fabrication rates.